{"id":"W2978044188","doi":"10.1021/acsenergylett.9b02117","title":"Energy Selects","year":2019,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002654856,0.0006019796,0.0004574685,0.001262237,0.001489747,0.00240688,0.0006424348,0.0009708368,0.817086],"category_scores_gemma":[0.0006725592,0.0002171536,0.0003026125,0.001494272,0.0001834322,0.001245891,0.001480584,0.001240332,0.5982911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547381,"about_ca_system_score_gemma":0.0007788809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030028,"about_ca_topic_score_gemma":0.006891951,"domain_scores_codex":[0.9997662,0.00001665311,0.000007197264,0.00004813362,0.0001160835,0.00004576813],"domain_scores_gemma":[0.9996768,0.00003439201,0.00001199351,0.00005336395,0.0001200379,0.0001034513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005807912,0.00002160443,0.000139717,0.00006435165,0.000003256531,0.00004603871,0.00001349718,0.00003973189,0.0003940529,0.006190364,0.9548255,0.03820375],"study_design_scores_gemma":[0.000004453276,0.000005665813,0.0002728617,0.00001302617,0.000001050769,0.00002512091,0.00001669658,0.0000171074,0.0001400885,0.0005159882,0.9989862,0.000001726318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005356235,0.0005961828,0.0005141735,0.001722891,0.001839964,0.00006798035,0.00735378,0.0007385241,0.9866307],"genre_scores_gemma":[0.003183277,0.0004114567,0.0002784488,0.0005619887,0.0002624077,0.00002913204,0.00469862,0.0003549203,0.9902198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.817086,"threshold_uncertainty_score":0.2609046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00237836811087911,"score_gpt":0.1825634456472948,"score_spread":0.1801850775364157,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}